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TensorRT

TensorRT quick start, implemented by autodl.

Configuration

Step1. choose the TensorRT Framework in autodl.

img1

Step2. Install some packages, install what is missing. It depends on your personal needs. You can also refer to my environment in the requirement.txt.

Run

Step1. run the export.py.

Step2. Execute this command on the terminal: trtexec --onnx=model.onnx --saveEngine=model.trt --fp16.

Step3. run the evaluate.py.

Test Throughout and Latency

run the main.py.

Acknowledgement

Many thanks to (PriceYH (HaoYu)) for his help!

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TensorRT quick start, implemented by autodl.

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